# Development Tools

An MCP server for implementing human-computer interaction workflows, suitable for tools such as Cline and Cursor.

This project provides a set of script tools for conveniently starting and managing MCP (Model Context Protocol) servers. It supports foreground and background modes and includes functions such as log management and process monitoring.

An MCP server that provides code refactoring tools, supports regular search and replacement, and context-aware code modifications. It can be integrated into MCP-compatible clients or used directly through the CLI.

This project is an MCP server integrated with the Stable Diffusion image generation function, providing image generation services for AI agents. It supports generating images through the MCP protocol or direct API calls and includes development and debugging tools.

This is an MCP server project based on the OpenAPI specification, used to handle the ShipEngine API, supporting multiple transmission modes and development toolchains.

An MCP server template customized for Cursor IDE, supporting multiple deployment methods and enabling the quick creation of custom tools.

An implementation of a Figma API server based on the Model Context Protocol (MCP), supporting Figma plugin and widget integration, and providing a rich set of Figma operation tools and a development environment.

A GitHub integration server designed for Cursor IDE, providing RESTful APIs to manage GitHub repositories.

A comprehensive Node.js development tool server that provides automation capabilities for project creation, component generation, configuration management, etc.

The official ModelContextProtocol (MCP) server for Magic UI, providing details on implementing a rich set of UI components and effects, and supporting integration with multiple clients.

This extension integrates the Framelink Figma MCP server into the assistant function of the Zed editor for use as a context server. Users need to provide a Figma API key to enable this feature.

The Stakpak MCP Server is a service connected to the Stakpak API, supporting integration with multiple development tools.

The ConfigCat MCP server provides access to the ConfigCat public management API for managing feature toggles and configurations, and supports integrating feature toggle management in the code editor.

Test Coverage MCP is an MCP server that provides test coverage data for AI programming agents. It supports parsing LCOV format files, allowing agents to view coverage changes in real - time when coding, avoid coverage decline, and track improvement progress.

A TypeScript MCP Server designed for Drupal, providing resources, tools, and prompt functions

Figma MCP Python is a tool that allows AI coding agents to directly access Figma files and prototypes, and supports quick integration into the development environment through MCP server configuration.

An experimental MCP server developed for the Kafka monitoring tool AKHQ, which helps AI assistants connect and assist users in working with AKHQ

The project introduction includes how to install dependencies, run the service, and notes on building the server.ts file

A collection of MCP servers based on Deno and TypeScript, providing various extension tools and resources for AI models.

Awesome MCP Servers is a curated list of Model Context Protocol (MCP) servers. MCP is an open protocol that enables AI models to securely interact with local and remote resources through standardized servers. This list focuses on production-ready and experimental MCP servers that extend AI capabilities through file access, database connections, API integration, and other context services.

This is an MCP server project based on the OpenAPI specification, used for the automated service generation of the Google GKE Hub API, supporting multiple transmission modes and development toolchains.

Apple Doc MCP is a model context protocol server that provides direct access to Apple developer documentation. It is integrated into the AI programming assistant, supporting intelligent search, framework browsing, and detailed documentation retrieval.

This is a Python project template that integrates code inspection and formatting tools such as ruff and black, uses pre-commit to manage hooks, includes the pytest testing framework and coverage plugin, and implements automated testing through Github Actions. It supports the devcontainer development environment and traditional virtual environments.

Project startup involves creating a virtual environment, synchronizing dependencies, and running a development server. Pay attention to code hot reload and API key management, and refer to other MCP service implementations.

This is an MCP server project based on the OpenAPI specification, used for the Google Fitness API, supporting automatic generation and multiple transport modes.

An MCP service based on a GitHub template for running Shell scripts via commands in Cursor.

The tutorial guides you on how to deploy both Go and Node MCP servers in VS Code and conduct test development as a client.

An MCP protocol server that implements web search functionality based on the Tavily API and can be installed and used via the Claude extension

The ZeroPath MCP Server is an open-source project that allows developers to query security findings such as SAST issues, secrets, and patches using natural language, and directly integrate them into AI-assisted tools. It simplifies the process of handling security issues, providing security context directly in the development environment without the need for manual dashboard or ticket management.

Documentation project for the MCP server implemented by Python SDK, providing guides for development environment configuration and methods for client integration